PyDataNYC2014

Analyzing Satellite Images With Python Scientific Stack

The content is BSD licensed.

Part One

In this part, various image analyses of Landsat 8 data are explored. IPython Notebooks included cover the following topics:

• Explanation of Landsat 8 bands
• Processing Landsat 8 color images
• Landsat 8 panchromatic image sharpening
• Calculating NDVI

Landsat 8 bands

Landsat 8 color images

Landsat 8 panchromatic image sharpening

NDVI calculation

Part Two

This part examines two image sampling algorithms. IPython Notebook included covers the following topic:

• Uniform Random and Poisson-disc Sampling